iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://api.openalex.org/works/doi:10.3390/S23167038
{"id":"https://openalex.org/W4385707418","doi":"https://doi.org/10.3390/s23167038","title":"Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems","display_name":"Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4385707418","doi":"https://doi.org/10.3390/s23167038","pmid":"https://pubmed.ncbi.nlm.nih.gov/37631575"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167038","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7038/pdf?version=1691566472","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/16/7038/pdf?version=1691566472","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055365900","display_name":"Suzan Hajj","orcid":"https://orcid.org/0000-0002-5627-2625"},"institutions":[{"id":"https://openalex.org/I4210093987","display_name":"Imagerie et Cerveau","ror":"https://ror.org/01eem7c55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I154526488","https://openalex.org/I4210093987"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Suzan Hajj","raw_affiliation_strings":["Imagerie et Vision Artificielle (ImVIA) Laboratory, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, 21078 Dijon, France"],"affiliations":[{"raw_affiliation_string":"Imagerie et Vision Artificielle (ImVIA) Laboratory, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, 21078 Dijon, France","institution_ids":["https://openalex.org/I4210093987","https://openalex.org/I177064439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054228684","display_name":"Joseph Azar","orcid":"https://orcid.org/0000-0002-4068-2996"},"institutions":[{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de franche-comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Joseph Azar","raw_affiliation_strings":["Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Franche-Comt\u00e9, 25030 Besan\u00e7on, France"],"affiliations":[{"raw_affiliation_string":"Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Franche-Comt\u00e9, 25030 Besan\u00e7on, France","institution_ids":["https://openalex.org/I90843659","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003086292","display_name":"Jacques Bou Abdo","orcid":"https://orcid.org/0000-0002-3482-9154"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jacques Bou Abdo","raw_affiliation_strings":["School of Information Technology, University of Cincinnati, Cincinnati, OH 45221, USA"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, University of Cincinnati, Cincinnati, OH 45221, USA","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007677829","display_name":"Jacques Demerjian","orcid":"https://orcid.org/0000-0001-9798-8390"},"institutions":[{"id":"https://openalex.org/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]},{"id":"https://openalex.org/I189998669","display_name":"Holy Spirit University of Kaslik","ror":"https://ror.org/05g06bh89","country_code":"LB","type":"education","lineage":["https://openalex.org/I189998669"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Jacques Demerjian","raw_affiliation_strings":["Computer Science & IT Department, Faculty of Arts and Sciences, Holy Spirit University of Kaslik (USEK), Jounieh P.O. Box 446, Lebanon","LaRRIS, Faculty of Sciences, Lebanese University, Fanar P.O. Box 90656, Lebanon"],"affiliations":[{"raw_affiliation_string":"LaRRIS, Faculty of Sciences, Lebanese University, Fanar P.O. Box 90656, Lebanon","institution_ids":["https://openalex.org/I160368002"]},{"raw_affiliation_string":"Computer Science & IT Department, Faculty of Arts and Sciences, Holy Spirit University of Kaslik (USEK), Jounieh P.O. Box 446, Lebanon","institution_ids":["https://openalex.org/I189998669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033093688","display_name":"Christophe Guyeux","orcid":"https://orcid.org/0000-0003-0195-4378"},"institutions":[{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de franche-comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Guyeux","raw_affiliation_strings":["Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Franche-Comt\u00e9, 25030 Besan\u00e7on, France"],"affiliations":[{"raw_affiliation_string":"Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Franche-Comt\u00e9, 25030 Besan\u00e7on, France","institution_ids":["https://openalex.org/I90843659","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070973485","display_name":"Abdallah Makhoul","orcid":"https://orcid.org/0000-0003-0485-097X"},"institutions":[{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de franche-comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdallah Makhoul","raw_affiliation_strings":["Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Franche-Comt\u00e9, 25030 Besan\u00e7on, France"],"affiliations":[{"raw_affiliation_string":"Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Franche-Comt\u00e9, 25030 Besan\u00e7on, France","institution_ids":["https://openalex.org/I90843659","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024609220","display_name":"Dominique Ginhac","orcid":"https://orcid.org/0000-0002-5911-2010"},"institutions":[{"id":"https://openalex.org/I4210093987","display_name":"Imagerie et Cerveau","ror":"https://ror.org/01eem7c55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I154526488","https://openalex.org/I4210093987"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dominique Ginhac","raw_affiliation_strings":["Imagerie et Vision Artificielle (ImVIA) Laboratory, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, 21078 Dijon, France"],"affiliations":[{"raw_affiliation_string":"Imagerie et Vision Artificielle (ImVIA) Laboratory, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, 21078 Dijon, France","institution_ids":["https://openalex.org/I4210093987","https://openalex.org/I177064439"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5054228684","https://openalex.org/A5003086292"],"corresponding_institution_ids":["https://openalex.org/I90843659","https://openalex.org/I1294671590","https://openalex.org/I63135867"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598,"provenance":"doaj"},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598,"provenance":"doaj"},"fwci":2.563,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":5,"citation_normalized_percentile":{"value":0.999946,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":93},"biblio":{"volume":"23","issue":"16","first_page":"7038","last_page":"7038"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Intrusion Detection and Defense Mechanisms","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Intrusion Detection and Defense Mechanisms","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11598","display_name":"Machine Learning for Internet Traffic Classification","score":0.9998,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection in High-Dimensional Data","score":0.9962,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.74045765},{"id":"https://openalex.org/keywords/intrusion-detection","display_name":"Intrusion Detection","score":0.603846},{"id":"https://openalex.org/keywords/iot-security","display_name":"IoT Security","score":0.582991},{"id":"https://openalex.org/keywords/iot-devices","display_name":"IoT Devices","score":0.57864},{"id":"https://openalex.org/keywords/outlier-detection","display_name":"Outlier Detection","score":0.523167},{"id":"https://openalex.org/keywords/botnet-detection","display_name":"Botnet Detection","score":0.505957},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.45181754},{"id":"https://openalex.org/keywords/application-layer","display_name":"Application layer","score":0.4352392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.80941933},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7814648},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.74045765},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.57822186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45752323},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.45181754},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44390175},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.43920514},{"id":"https://openalex.org/C190793597","wikidata":"https://www.wikidata.org/wiki/Q189768","display_name":"Application layer","level":3,"score":0.4352392},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34855855},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32480112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2121729},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20460767},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10791841},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.102910936},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167038","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7038/pdf?version=1691566472","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://hal.science/hal-04224790","pdf_url":"https://hal.science/hal-04224790/document","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10458682","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37631575","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167038","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7038/pdf?version=1691566472","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"score":0.47,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":49,"referenced_works":["https://openalex.org/W1960511132","https://openalex.org/W1971584364","https://openalex.org/W1976262362","https://openalex.org/W2099940443","https://openalex.org/W2107867209","https://openalex.org/W2108673751","https://openalex.org/W2117747231","https://openalex.org/W2157955210","https://openalex.org/W2287408518","https://openalex.org/W2370696599","https://openalex.org/W2498302240","https://openalex.org/W2561775793","https://openalex.org/W2590373591","https://openalex.org/W2758836598","https://openalex.org/W2803905603","https://openalex.org/W2885125001","https://openalex.org/W2912751985","https://openalex.org/W2929049293","https://openalex.org/W3000480569","https://openalex.org/W3014209981","https://openalex.org/W3015539767","https://openalex.org/W3030742901","https://openalex.org/W3082551002","https://openalex.org/W3095710854","https://openalex.org/W3116274835","https://openalex.org/W3133740671","https://openalex.org/W3157680283","https://openalex.org/W3171802458","https://openalex.org/W3178013164","https://openalex.org/W3180738098","https://openalex.org/W3183751693","https://openalex.org/W3191470662","https://openalex.org/W3195027245","https://openalex.org/W3196594392","https://openalex.org/W3204706657","https://openalex.org/W3209213764","https://openalex.org/W4200057759","https://openalex.org/W4206490792","https://openalex.org/W4210490046","https://openalex.org/W4210960727","https://openalex.org/W4220996174","https://openalex.org/W4283121551","https://openalex.org/W4284686675","https://openalex.org/W4293812121","https://openalex.org/W4294690883","https://openalex.org/W4296218597","https://openalex.org/W4298861863","https://openalex.org/W4312055178","https://openalex.org/W4312980974"],"related_works":["https://openalex.org/W962287279","https://openalex.org/W4206057490","https://openalex.org/W3112734853","https://openalex.org/W3092831610","https://openalex.org/W3036238356","https://openalex.org/W2767445978","https://openalex.org/W2603387358","https://openalex.org/W2570892890","https://openalex.org/W2342558870","https://openalex.org/W2012785328"],"abstract_inverted_index":{"With":[0],"the":[1,7,96,100,110,115,120,132,139,145,152,155],"proliferation":[2],"of":[3,11,114],"IoT":[4,36,83],"devices,":[5],"ensuring":[6],"security":[8],"and":[9,14,31,44,66,91,107,112,124,131,154],"privacy":[10,58],"these":[12],"devices":[13,84],"their":[15],"associated":[16],"data":[17,57],"has":[18],"become":[19],"a":[20,28,48,72],"critical":[21],"challenge.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26],"propose":[27],"federated":[29,141],"sampling":[30,41],"lightweight":[32],"intrusion-detection":[33,117],"system":[34,52,77],"for":[35,81],"networks":[37],"that":[38,138],"use":[39],"K-meansfor":[40],"network":[42],"traffic":[43],"identifying":[45],"anomalies":[46],"in":[47],"semi-supervised":[49],"way.":[50],"The":[51,75],"is":[53,78],"designed":[54],"to":[55,149],"preserve":[56],"by":[59],"performing":[60],"local":[61],"clustering":[62],"on":[63],"each":[64],"device":[65],"sharing":[67,127],"only":[68],"summary":[69],"statistics":[70,128],"with":[71,88],"central":[73],"aggregator.":[74],"proposed":[76,116,140],"particularly":[79],"suitable":[80],"resource-constrained":[82],"such":[85],"as":[86],"sensors":[87],"limited":[89],"computational":[90],"storage":[92],"capabilities.":[93],"We":[94],"evaluate":[95],"system\u2019s":[97],"performance":[98],"using":[99],"publicly":[101],"available":[102],"NSL-KDD":[103],"dataset.":[104],"Our":[105],"experiments":[106,136],"simulations":[108],"demonstrate":[109],"effectiveness":[111],"efficiency":[113],"system,":[118],"highlighting":[119],"trade-offs":[121],"between":[122,129],"precision":[123],"recall":[125],"when":[126,151],"workers":[130,153],"coordinator.":[133],"Notably,":[134],"our":[135],"show":[137],"IDS":[142],"can":[143],"increase":[144],"true-positive":[146],"rate":[147],"up":[148],"10%":[150],"coordinator":[156],"collaborate.":[157]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4385707418","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2024-11-24T04:03:02.497020","created_date":"2023-08-10"}